Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 56000 |
| Missing cells | 229986 |
| Missing cells (%) | 16.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 10.7 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 24 |
Applicant_ID has a high cardinality: 56000 distinct values | High cardinality |
form_field1 is highly correlated with form_field3 and 2 other fields | High correlation |
form_field3 is highly correlated with form_field5 | High correlation |
form_field6 is highly correlated with form_field16 and 5 other fields | High correlation |
form_field7 is highly correlated with form_field10 | High correlation |
form_field8 is highly correlated with form_field1 and 3 other fields | High correlation |
form_field9 is highly correlated with form_field8 and 1 other fields | High correlation |
form_field10 is highly correlated with form_field7 and 1 other fields | High correlation |
form_field12 is highly correlated with form_field13 | High correlation |
form_field13 is highly correlated with form_field10 | High correlation |
form_field16 is highly correlated with form_field17 and 1 other fields | High correlation |
form_field17 is highly correlated with form_field16 and 3 other fields | High correlation |
form_field18 is highly correlated with form_field16 and 3 other fields | High correlation |
form_field19 is highly correlated with form_field17 and 2 other fields | High correlation |
form_field20 is highly correlated with form_field17 and 2 other fields | High correlation |
form_field21 is highly correlated with form_field22 and 1 other fields | High correlation |
form_field22 is highly correlated with form_field21 and 1 other fields | High correlation |
form_field23 is highly correlated with form_field21 and 1 other fields | High correlation |
form_field24 is highly correlated with form_field19 and 4 other fields | High correlation |
form_field5 is highly correlated with form_field3 | High correlation |
form_field1 has 2529 (4.5%) missing values | Missing |
form_field2 has 3844 (6.9%) missing values | Missing |
form_field6 has 13360 (23.9%) missing values | Missing |
form_field7 has 5163 (9.2%) missing values | Missing |
form_field8 has 13360 (23.9%) missing values | Missing |
form_field9 has 8008 (14.3%) missing values | Missing |
form_field11 has 31421 (56.1%) missing values | Missing |
form_field12 has 9895 (17.7%) missing values | Missing |
form_field13 has 5889 (10.5%) missing values | Missing |
form_field15 has 22475 (40.1%) missing values | Missing |
form_field16 has 13036 (23.3%) missing values | Missing |
form_field17 has 11151 (19.9%) missing values | Missing |
form_field18 has 10402 (18.6%) missing values | Missing |
form_field21 has 15854 (28.3%) missing values | Missing |
form_field22 has 20400 (36.4%) missing values | Missing |
form_field23 has 28123 (50.2%) missing values | Missing |
form_field24 has 13297 (23.7%) missing values | Missing |
form_field7 is highly skewed (γ1 = 36.55604546) | Skewed |
form_field13 is highly skewed (γ1 = 53.66765836) | Skewed |
form_field14 is highly skewed (γ1 = 118.5474777) | Skewed |
form_field24 is highly skewed (γ1 = 30.44013754) | Skewed |
Applicant_ID is uniformly distributed | Uniform |
Applicant_ID has unique values | Unique |
form_field2 has 4453 (8.0%) zeros | Zeros |
form_field3 has 25728 (45.9%) zeros | Zeros |
form_field4 has 47900 (85.5%) zeros | Zeros |
form_field5 has 50322 (89.9%) zeros | Zeros |
form_field6 has 7454 (13.3%) zeros | Zeros |
form_field7 has 2083 (3.7%) zeros | Zeros |
form_field8 has 1772 (3.2%) zeros | Zeros |
form_field10 has 7190 (12.8%) zeros | Zeros |
form_field12 has 3583 (6.4%) zeros | Zeros |
form_field13 has 9016 (16.1%) zeros | Zeros |
form_field14 has 1446 (2.6%) zeros | Zeros |
form_field16 has 35943 (64.2%) zeros | Zeros |
form_field17 has 36859 (65.8%) zeros | Zeros |
form_field18 has 37265 (66.5%) zeros | Zeros |
form_field19 has 33598 (60.0%) zeros | Zeros |
form_field20 has 31471 (56.2%) zeros | Zeros |
form_field22 has 5205 (9.3%) zeros | Zeros |
form_field23 has 4785 (8.5%) zeros | Zeros |
form_field24 has 3262 (5.8%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-20 13:50:59.330123 |
|---|---|
| Analysis finished | 2022-10-20 13:55:24.709351 |
| Duration | 4 minutes and 25.38 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 56000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 437.6 KiB |
| Apcnt_1070960 | 1 |
|---|---|
| Apcnt_1102324 | 1 |
| Apcnt_957156 | 1 |
| Apcnt_1175268 | 1 |
| Apcnt_1090040 | 1 |
| Other values (55995) |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.74910714 |
| Min length | 12 |
Characters and Unicode
| Total characters | 713950 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 56000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Apcnt_1000000 |
|---|---|
| 2nd row | Apcnt_1000004 |
| 3rd row | Apcnt_1000008 |
| 4th row | Apcnt_1000012 |
| 5th row | Apcnt_1000016 |
Common Values
| Value | Count | Frequency (%) |
| Apcnt_1070960 | 1 | < 0.1% |
| Apcnt_1102324 | 1 | < 0.1% |
| Apcnt_957156 | 1 | < 0.1% |
| Apcnt_1175268 | 1 | < 0.1% |
| Apcnt_1090040 | 1 | < 0.1% |
| Apcnt_1214232 | 1 | < 0.1% |
| Apcnt_1010604 | 1 | < 0.1% |
| Apcnt_1166812 | 1 | < 0.1% |
| Apcnt_1191144 | 1 | < 0.1% |
| Apcnt_949060 | 1 | < 0.1% |
| Other values (55990) | 55990 |
Length
| Value | Count | Frequency (%) |
| apcnt_1070960 | 1 | < 0.1% |
| apcnt_1040964 | 1 | < 0.1% |
| apcnt_1229416 | 1 | < 0.1% |
| apcnt_1149264 | 1 | < 0.1% |
| apcnt_1099360 | 1 | < 0.1% |
| apcnt_1024660 | 1 | < 0.1% |
| apcnt_1208636 | 1 | < 0.1% |
| apcnt_1137564 | 1 | < 0.1% |
| apcnt_1192808 | 1 | < 0.1% |
| apcnt_1094936 | 1 | < 0.1% |
| Other values (55990) | 55990 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 80441 | |
| A | 56000 | 7.8% |
| p | 56000 | 7.8% |
| c | 56000 | 7.8% |
| n | 56000 | 7.8% |
| t | 56000 | 7.8% |
| _ | 56000 | 7.8% |
| 0 | 51761 | 7.2% |
| 2 | 43067 | 6.0% |
| 9 | 35127 | 4.9% |
| Other values (6) | 167554 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 377950 | |
| Lowercase Letter | 224000 | |
| Uppercase Letter | 56000 | 7.8% |
| Connector Punctuation | 56000 | 7.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 80441 | |
| 0 | 51761 | |
| 2 | 43067 | |
| 9 | 35127 | |
| 6 | 34407 | |
| 4 | 34375 | |
| 8 | 34316 | |
| 3 | 22704 | 6.0% |
| 5 | 20902 | 5.5% |
| 7 | 20850 | 5.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 56000 | |
| c | 56000 | |
| n | 56000 | |
| t | 56000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 56000 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 56000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 433950 | |
| Latin | 280000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 80441 | |
| _ | 56000 | |
| 0 | 51761 | |
| 2 | 43067 | |
| 9 | 35127 | |
| 6 | 34407 | |
| 4 | 34375 | |
| 8 | 34316 | |
| 3 | 22704 | 5.2% |
| 5 | 20902 | 4.8% |
Latin
| Value | Count | Frequency (%) |
| A | 56000 | |
| p | 56000 | |
| c | 56000 | |
| n | 56000 | |
| t | 56000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 713950 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 80441 | |
| A | 56000 | 7.8% |
| p | 56000 | 7.8% |
| c | 56000 | 7.8% |
| n | 56000 | 7.8% |
| t | 56000 | 7.8% |
| _ | 56000 | 7.8% |
| 0 | 51761 | 7.2% |
| 2 | 43067 | 6.0% |
| 9 | 35127 | 4.9% |
| Other values (6) | 167554 |
| Distinct | 449 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 2529 |
| Missing (%) | 4.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3491.795665 |
| Minimum | 2990 |
|---|---|
| Maximum | 3900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 2990 |
|---|---|
| 5-th percentile | 3184 |
| Q1 | 3358 |
| median | 3484 |
| Q3 | 3620 |
| 95-th percentile | 3824 |
| Maximum | 3900 |
| Range | 910 |
| Interquartile range (IQR) | 262 |
Descriptive statistics
| Standard deviation | 188.4624264 |
|---|---|
| Coefficient of variation (CV) | 0.05397292525 |
| Kurtosis | -0.6137862183 |
| Mean | 3491.795665 |
| Median Absolute Deviation (MAD) | 130 |
| Skewness | 0.1204580689 |
| Sum | 186709806 |
| Variance | 35518.08617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3472 | 318 | 0.6% |
| 3488 | 311 | 0.6% |
| 3518 | 304 | 0.5% |
| 3502 | 293 | 0.5% |
| 3474 | 277 | 0.5% |
| 3514 | 270 | 0.5% |
| 3456 | 270 | 0.5% |
| 3424 | 269 | 0.5% |
| 3378 | 265 | 0.5% |
| 3440 | 261 | 0.5% |
| Other values (439) | 50633 | |
| (Missing) | 2529 | 4.5% |
| Value | Count | Frequency (%) |
| 2990 | 1 | < 0.1% |
| 2994 | 1 | < 0.1% |
| 2998 | 2 | |
| 3000 | 1 | < 0.1% |
| 3004 | 1 | < 0.1% |
| 3008 | 1 | < 0.1% |
| 3010 | 3 | |
| 3012 | 2 | |
| 3016 | 1 | < 0.1% |
| 3020 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3900 | 185 | |
| 3898 | 26 | < 0.1% |
| 3896 | 22 | < 0.1% |
| 3894 | 34 | 0.1% |
| 3892 | 25 | < 0.1% |
| 3890 | 35 | 0.1% |
| 3888 | 23 | < 0.1% |
| 3886 | 41 | 0.1% |
| 3884 | 35 | 0.1% |
| 3882 | 41 | 0.1% |
| Distinct | 20015 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 3844 |
| Missing (%) | 6.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5507368491 |
| Minimum | 0 |
|---|---|
| Maximum | 18.01505 |
| Zeros | 4453 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0707875 |
| median | 0.267575 |
| Q3 | 0.7195125 |
| 95-th percentile | 1.9649375 |
| Maximum | 18.01505 |
| Range | 18.01505 |
| Interquartile range (IQR) | 0.648725 |
Descriptive statistics
| Standard deviation | 0.8209791851 |
|---|---|
| Coefficient of variation (CV) | 1.490692309 |
| Kurtosis | 34.35300741 |
| Mean | 0.5507368491 |
| Median Absolute Deviation (MAD) | 0.23575 |
| Skewness | 4.299532086 |
| Sum | 28724.2311 |
| Variance | 0.6740068224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4453 | 8.0% |
| 0.68005 | 181 | 0.3% |
| 0.09505 | 171 | 0.3% |
| 0.19505 | 153 | 0.3% |
| 0.06505 | 149 | 0.3% |
| 0.19005 | 146 | 0.3% |
| 0.04755 | 141 | 0.3% |
| 0.0634 | 139 | 0.2% |
| 0.29255 | 138 | 0.2% |
| 0.09755 | 137 | 0.2% |
| Other values (20005) | 46348 | |
| (Missing) | 3844 | 6.9% |
| Value | Count | Frequency (%) |
| 0 | 4453 | |
| 0.0013 | 1 | < 0.1% |
| 0.0014 | 1 | < 0.1% |
| 0.00155 | 1 | < 0.1% |
| 0.00195 | 4 | < 0.1% |
| 0.00215 | 1 | < 0.1% |
| 0.0022 | 2 | < 0.1% |
| 0.0023 | 1 | < 0.1% |
| 0.00235 | 3 | < 0.1% |
| 0.00255 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 18.01505 | 1 | |
| 14.23635 | 1 | |
| 14.02645 | 1 | |
| 12.85645 | 1 | |
| 12.37005 | 1 | |
| 12.3536 | 1 | |
| 12.2317 | 1 | |
| 12.21065 | 1 | |
| 12.13865 | 1 | |
| 12.1248 | 1 |
| Distinct | 14617 |
|---|---|
| Distinct (%) | 26.3% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.052225041 |
| Minimum | 0 |
|---|---|
| Maximum | 57.3716 |
| Zeros | 25728 |
| Zeros (%) | 45.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.062 |
| Q3 | 1.282 |
| 95-th percentile | 5.17856 |
| Maximum | 57.3716 |
| Range | 57.3716 |
| Interquartile range (IQR) | 1.282 |
Descriptive statistics
| Standard deviation | 2.147767914 |
|---|---|
| Coefficient of variation (CV) | 2.04116784 |
| Kurtosis | 33.55653924 |
| Mean | 1.052225041 |
| Median Absolute Deviation (MAD) | 0.062 |
| Skewness | 4.233351065 |
| Sum | 58551.0624 |
| Variance | 4.612907013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25728 | |
| 1.5828 | 238 | 0.4% |
| 1.4132 | 186 | 0.3% |
| 0.104 | 154 | 0.3% |
| 1.1776 | 145 | 0.3% |
| 0.06 | 144 | 0.3% |
| 0.0402 | 143 | 0.3% |
| 0.09 | 136 | 0.2% |
| 1.1872 | 134 | 0.2% |
| 0.0636 | 124 | 0.2% |
| Other values (14607) | 28513 | |
| (Missing) | 355 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 25728 | |
| 0.0268 | 55 | 0.1% |
| 0.0276 | 14 | < 0.1% |
| 0.0284 | 10 | < 0.1% |
| 0.0292 | 15 | < 0.1% |
| 0.03 | 21 | < 0.1% |
| 0.031 | 10 | < 0.1% |
| 0.0314 | 3 | < 0.1% |
| 0.0322 | 26 | < 0.1% |
| 0.033 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 57.3716 | 1 | |
| 38.5066 | 1 | |
| 36.69 | 1 | |
| 34.6878 | 1 | |
| 31.9168 | 1 | |
| 30.0506 | 1 | |
| 29.5446 | 1 | |
| 28.4726 | 1 | |
| 27.586 | 1 | |
| 27.4838 | 1 |
| Distinct | 2927 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8519789307 |
| Minimum | 0 |
|---|---|
| Maximum | 91.6722 |
| Zeros | 47900 |
| Zeros (%) | 85.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6.32664 |
| Maximum | 91.6722 |
| Range | 91.6722 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.157692009 |
|---|---|
| Coefficient of variation (CV) | 3.706302933 |
| Kurtosis | 45.48865411 |
| Mean | 0.8519789307 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.427309707 |
| Sum | 47408.3676 |
| Variance | 9.971018827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47900 | |
| 13.779 | 645 | 1.2% |
| 1.0404 | 139 | 0.2% |
| 12.4272 | 117 | 0.2% |
| 0.9 | 116 | 0.2% |
| 0.4032 | 100 | 0.2% |
| 0.8046 | 98 | 0.2% |
| 15.4332 | 91 | 0.2% |
| 0.6372 | 88 | 0.2% |
| 0.5004 | 71 | 0.1% |
| Other values (2917) | 6280 | 11.2% |
| (Missing) | 355 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 47900 | |
| 0.4032 | 100 | 0.2% |
| 0.414 | 65 | 0.1% |
| 0.4248 | 55 | 0.1% |
| 0.4374 | 69 | 0.1% |
| 0.45 | 66 | 0.1% |
| 0.4644 | 50 | 0.1% |
| 0.4806 | 63 | 0.1% |
| 0.5004 | 71 | 0.1% |
| 0.5202 | 53 | 0.1% |
| Value | Count | Frequency (%) |
| 91.6722 | 1 | < 0.1% |
| 67.1004 | 1 | < 0.1% |
| 46.3572 | 1 | < 0.1% |
| 46.1826 | 1 | < 0.1% |
| 43.5294 | 1 | < 0.1% |
| 42.7482 | 1 | < 0.1% |
| 41.958 | 1 | < 0.1% |
| 41.3352 | 3 | |
| 40.8114 | 1 | < 0.1% |
| 39.9834 | 3 |
| Distinct | 2991 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.956316762 |
| Minimum | 0 |
|---|---|
| Maximum | 407.7486 |
| Zeros | 50322 |
| Zeros (%) | 89.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10.9764 |
| Maximum | 407.7486 |
| Range | 407.7486 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.5123958 |
|---|---|
| Coefficient of variation (CV) | 5.373565267 |
| Kurtosis | 173.9818866 |
| Mean | 1.956316762 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.46519156 |
| Sum | 108859.2462 |
| Variance | 110.5104655 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50322 | |
| 12.7188 | 160 | 0.3% |
| 14.2452 | 121 | 0.2% |
| 25.4376 | 82 | 0.1% |
| 0.9666 | 47 | 0.1% |
| 0.4824 | 47 | 0.1% |
| 28.4922 | 41 | 0.1% |
| 0.9792 | 35 | 0.1% |
| 1.4886 | 32 | 0.1% |
| 1.2474 | 30 | 0.1% |
| Other values (2981) | 4728 | 8.4% |
| (Missing) | 355 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 50322 | |
| 0.2412 | 5 | < 0.1% |
| 0.2484 | 2 | < 0.1% |
| 0.2556 | 2 | < 0.1% |
| 0.2628 | 2 | < 0.1% |
| 0.27 | 2 | < 0.1% |
| 0.279 | 2 | < 0.1% |
| 0.2898 | 2 | < 0.1% |
| 0.3006 | 1 | < 0.1% |
| 0.3114 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 407.7486 | 1 | |
| 322.6986 | 1 | |
| 312.1902 | 1 | |
| 248.5404 | 1 | |
| 238.05 | 1 | |
| 235.0404 | 1 | |
| 234.9756 | 1 | |
| 232.1388 | 1 | |
| 228.7746 | 1 | |
| 224.937 | 1 |
| Distinct | 5846 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 13360 |
| Missing (%) | 23.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 624447.9244 |
| Minimum | 0 |
|---|---|
| Maximum | 53135455 |
| Zeros | 7454 |
| Zeros (%) | 13.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14004 |
| median | 115533 |
| Q3 | 525928 |
| 95-th percentile | 3083992 |
| Maximum | 53135455 |
| Range | 53135455 |
| Interquartile range (IQR) | 511924 |
Descriptive statistics
| Standard deviation | 1433421.545 |
|---|---|
| Coefficient of variation (CV) | 2.295502136 |
| Kurtosis | 87.67809769 |
| Mean | 624447.9244 |
| Median Absolute Deviation (MAD) | 115533 |
| Skewness | 6.203867089 |
| Sum | 2.66264595 × 1010 |
| Variance | 2.054697325 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7454 | 13.3% |
| 192944 | 1670 | 3.0% |
| 115533 | 1009 | 1.8% |
| 385499 | 687 | 1.2% |
| 770998 | 456 | 0.8% |
| 1927495 | 354 | 0.6% |
| 963942 | 318 | 0.6% |
| 1156497 | 313 | 0.6% |
| 578443 | 307 | 0.5% |
| 394835 | 276 | 0.5% |
| Other values (5836) | 29796 | |
| (Missing) | 13360 |
| Value | Count | Frequency (%) |
| 0 | 7454 | |
| 389 | 141 | 0.3% |
| 778 | 120 | 0.2% |
| 1167 | 95 | 0.2% |
| 1556 | 111 | 0.2% |
| 1945 | 90 | 0.2% |
| 2334 | 86 | 0.2% |
| 2723 | 104 | 0.2% |
| 3112 | 86 | 0.2% |
| 3501 | 84 | 0.1% |
| Value | Count | Frequency (%) |
| 53135455 | 1 | |
| 34183375 | 1 | |
| 33217877 | 1 | |
| 28526926 | 1 | |
| 21162767 | 1 | |
| 20202715 | 1 | |
| 19274950 | 1 | |
| 19268726 | 1 | |
| 19242663 | 1 | |
| 18858720 | 1 |
| Distinct | 23199 |
|---|---|
| Distinct (%) | 45.6% |
| Missing | 5163 |
| Missing (%) | 9.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6865210.385 |
| Minimum | 0 |
|---|---|
| Maximum | 2158794400 |
| Zeros | 2083 |
| Zeros (%) | 3.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10892 |
| Q1 | 686974 |
| median | 2704328 |
| Q3 | 6993831 |
| 95-th percentile | 25100614 |
| Maximum | 2158794400 |
| Range | 2158794400 |
| Interquartile range (IQR) | 6306857 |
Descriptive statistics
| Standard deviation | 19127287.28 |
|---|---|
| Coefficient of variation (CV) | 2.786118154 |
| Kurtosis | 3351.298103 |
| Mean | 6865210.385 |
| Median Absolute Deviation (MAD) | 2415301 |
| Skewness | 36.55604546 |
| Sum | 3.490067003 × 1011 |
| Variance | 3.658531188 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2083 | 3.7% |
| 192944 | 335 | 0.6% |
| 115533 | 299 | 0.5% |
| 1927495 | 253 | 0.5% |
| 770998 | 240 | 0.4% |
| 3854990 | 218 | 0.4% |
| 5782485 | 208 | 0.4% |
| 385499 | 207 | 0.4% |
| 1156497 | 205 | 0.4% |
| 7709980 | 191 | 0.3% |
| Other values (23189) | 46598 | |
| (Missing) | 5163 | 9.2% |
| Value | Count | Frequency (%) |
| 0 | 2083 | |
| 389 | 35 | 0.1% |
| 778 | 15 | < 0.1% |
| 1167 | 19 | < 0.1% |
| 1556 | 16 | < 0.1% |
| 1945 | 16 | < 0.1% |
| 2334 | 16 | < 0.1% |
| 2723 | 20 | < 0.1% |
| 3112 | 18 | < 0.1% |
| 3501 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 2158794400 | 1 | < 0.1% |
| 811231881 | 1 | < 0.1% |
| 749795555 | 1 | < 0.1% |
| 578248500 | 2 | |
| 486241442 | 1 | < 0.1% |
| 454760061 | 1 | < 0.1% |
| 385506002 | 1 | < 0.1% |
| 385499000 | 3 | |
| 381140255 | 1 | < 0.1% |
| 364797587 | 1 | < 0.1% |
| Distinct | 12820 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 13360 |
| Missing (%) | 23.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2626690.178 |
| Minimum | 0 |
|---|---|
| Maximum | 103739687 |
| Zeros | 1772 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3890 |
| Q1 | 192944 |
| median | 963942 |
| Q3 | 3751516 |
| 95-th percentile | 9984463 |
| Maximum | 103739687 |
| Range | 103739687 |
| Interquartile range (IQR) | 3558572 |
Descriptive statistics
| Standard deviation | 3927354.753 |
|---|---|
| Coefficient of variation (CV) | 1.495172437 |
| Kurtosis | 41.46157334 |
| Mean | 2626690.178 |
| Median Absolute Deviation (MAD) | 917651 |
| Skewness | 3.935070239 |
| Sum | 1.120020692 × 1011 |
| Variance | 1.542411535 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1772 | 3.2% |
| 192944 | 663 | 1.2% |
| 770998 | 526 | 0.9% |
| 1927495 | 452 | 0.8% |
| 385499 | 438 | 0.8% |
| 115533 | 400 | 0.7% |
| 1156497 | 397 | 0.7% |
| 5782485 | 337 | 0.6% |
| 3854990 | 329 | 0.6% |
| 578443 | 308 | 0.5% |
| Other values (12810) | 37018 | |
| (Missing) | 13360 | 23.9% |
| Value | Count | Frequency (%) |
| 0 | 1772 | |
| 389 | 48 | 0.1% |
| 778 | 40 | 0.1% |
| 1167 | 37 | 0.1% |
| 1556 | 45 | 0.1% |
| 1945 | 38 | 0.1% |
| 2334 | 38 | 0.1% |
| 2723 | 47 | 0.1% |
| 3112 | 32 | 0.1% |
| 3501 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 103739687 | 1 | |
| 102293774 | 1 | |
| 70757933 | 1 | |
| 62989992 | 1 | |
| 61587647 | 1 | |
| 60920123 | 1 | |
| 59752345 | 1 | |
| 58942058 | 1 | |
| 58749892 | 1 | |
| 55204157 | 1 |
| Distinct | 22650 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 8008 |
| Missing (%) | 14.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13160015.44 |
| Minimum | 0 |
|---|---|
| Maximum | 320053251 |
| Zeros | 246 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 154044 |
| Q1 | 1368502 |
| median | 5506295 |
| Q3 | 16945520.75 |
| 95-th percentile | 51143911.15 |
| Maximum | 320053251 |
| Range | 320053251 |
| Interquartile range (IQR) | 15577018.75 |
Descriptive statistics
| Standard deviation | 19779632.55 |
|---|---|
| Coefficient of variation (CV) | 1.503009829 |
| Kurtosis | 21.12006954 |
| Mean | 13160015.44 |
| Median Absolute Deviation (MAD) | 4982895.5 |
| Skewness | 3.503331255 |
| Sum | 6.315754609 × 1011 |
| Variance | 3.912338638 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 115533 | 846 | 1.5% |
| 192944 | 678 | 1.2% |
| 385499 | 388 | 0.7% |
| 96472 | 283 | 0.5% |
| 308477 | 265 | 0.5% |
| 578443 | 256 | 0.5% |
| 77022 | 254 | 0.5% |
| 231455 | 250 | 0.4% |
| 0 | 246 | 0.4% |
| 770998 | 218 | 0.4% |
| Other values (22640) | 44308 | |
| (Missing) | 8008 | 14.3% |
| Value | Count | Frequency (%) |
| 0 | 246 | |
| 389 | 1 | < 0.1% |
| 778 | 1 | < 0.1% |
| 1167 | 1 | < 0.1% |
| 1945 | 5 | < 0.1% |
| 2334 | 1 | < 0.1% |
| 5835 | 2 | < 0.1% |
| 6613 | 1 | < 0.1% |
| 14782 | 1 | < 0.1% |
| 15949 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 320053251 | 1 | |
| 318657908 | 1 | |
| 312973451 | 1 | |
| 283626513 | 1 | |
| 273184975 | 1 | |
| 263025851 | 1 | |
| 262142043 | 1 | |
| 247754878 | 1 | |
| 244372523 | 1 | |
| 239569929 | 1 |
| Distinct | 30942 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11855849.97 |
| Minimum | 0 |
|---|---|
| Maximum | 2191361480 |
| Zeros | 7190 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 450073 |
| median | 3707559 |
| Q3 | 13261010 |
| 95-th percentile | 48278867.8 |
| Maximum | 2191361480 |
| Range | 2191361480 |
| Interquartile range (IQR) | 12810937 |
Descriptive statistics
| Standard deviation | 26694592.88 |
|---|---|
| Coefficient of variation (CV) | 2.251596717 |
| Kurtosis | 981.2401314 |
| Mean | 11855849.97 |
| Median Absolute Deviation (MAD) | 3704447 |
| Skewness | 18.00742293 |
| Sum | 6.597187718 × 1011 |
| Variance | 7.126012892 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7190 | 12.8% |
| 115533 | 184 | 0.3% |
| 192944 | 153 | 0.3% |
| 77022 | 53 | 0.1% |
| 385499 | 53 | 0.1% |
| 770998 | 43 | 0.1% |
| 38511 | 42 | 0.1% |
| 308477 | 41 | 0.1% |
| 578443 | 36 | 0.1% |
| 154044 | 35 | 0.1% |
| Other values (30932) | 47815 | |
| (Missing) | 355 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 7190 | |
| 389 | 34 | 0.1% |
| 778 | 19 | < 0.1% |
| 1167 | 17 | < 0.1% |
| 1556 | 13 | < 0.1% |
| 1945 | 17 | < 0.1% |
| 2334 | 14 | < 0.1% |
| 2723 | 19 | < 0.1% |
| 3112 | 17 | < 0.1% |
| 3501 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 2191361480 | 1 | |
| 1184648541 | 1 | |
| 877379386 | 1 | |
| 852792252 | 1 | |
| 784120915 | 1 | |
| 759433030 | 1 | |
| 719533300 | 1 | |
| 640419258 | 1 | |
| 592858562 | 1 | |
| 524173221 | 1 |
| Distinct | 9508 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 31421 |
| Missing (%) | 56.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2054714.76 |
| Minimum | 0 |
|---|---|
| Maximum | 170742992 |
| Zeros | 58 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 38122 |
| Q1 | 217256.5 |
| median | 698644 |
| Q3 | 1964839 |
| 95-th percentile | 8090033 |
| Maximum | 170742992 |
| Range | 170742992 |
| Interquartile range (IQR) | 1747582.5 |
Descriptive statistics
| Standard deviation | 4912980.201 |
|---|---|
| Coefficient of variation (CV) | 2.391076512 |
| Kurtosis | 166.2331512 |
| Mean | 2054714.76 |
| Median Absolute Deviation (MAD) | 585834 |
| Skewness | 9.633062256 |
| Sum | 5.050283409 × 1010 |
| Variance | 2.413737446 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58 | 0.1% |
| 28786 | 51 | 0.1% |
| 38511 | 47 | 0.1% |
| 19450 | 43 | 0.1% |
| 57961 | 39 | 0.1% |
| 77022 | 34 | 0.1% |
| 96472 | 31 | 0.1% |
| 24896 | 29 | 0.1% |
| 30731 | 29 | 0.1% |
| 35788 | 28 | 0.1% |
| Other values (9498) | 24190 | |
| (Missing) | 31421 |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 389 | 3 | < 0.1% |
| 778 | 2 | < 0.1% |
| 1167 | 3 | < 0.1% |
| 1945 | 4 | < 0.1% |
| 2334 | 1 | < 0.1% |
| 2723 | 1 | < 0.1% |
| 3501 | 3 | < 0.1% |
| 3890 | 4 | < 0.1% |
| 4279 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 170742992 | 1 | |
| 128644634 | 1 | |
| 121124875 | 1 | |
| 108824695 | 1 | |
| 97768148 | 1 | |
| 94410300 | 1 | |
| 90733083 | 1 | |
| 85618511 | 1 | |
| 84875132 | 1 | |
| 84079238 | 1 |
| Distinct | 16778 |
|---|---|
| Distinct (%) | 36.4% |
| Missing | 9895 |
| Missing (%) | 17.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2771112.63 |
| Minimum | 0 |
|---|---|
| Maximum | 124043931 |
| Zeros | 3583 |
| Zeros (%) | 6.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 275801 |
| median | 1163110 |
| Q3 | 3360182 |
| 95-th percentile | 10771721.2 |
| Maximum | 124043931 |
| Range | 124043931 |
| Interquartile range (IQR) | 3084381 |
Descriptive statistics
| Standard deviation | 4544838.301 |
|---|---|
| Coefficient of variation (CV) | 1.640077076 |
| Kurtosis | 45.78285755 |
| Mean | 2771112.63 |
| Median Absolute Deviation (MAD) | 1056913 |
| Skewness | 4.73446183 |
| Sum | 1.277621478 × 1011 |
| Variance | 2.065555518 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3583 | 6.4% |
| 106975 | 33 | 0.1% |
| 389 | 32 | 0.1% |
| 3112 | 32 | 0.1% |
| 28786 | 31 | 0.1% |
| 192944 | 29 | 0.1% |
| 778 | 29 | 0.1% |
| 15171 | 27 | < 0.1% |
| 38122 | 27 | < 0.1% |
| 2723 | 27 | < 0.1% |
| Other values (16768) | 42255 | |
| (Missing) | 9895 | 17.7% |
| Value | Count | Frequency (%) |
| 0 | 3583 | |
| 389 | 32 | 0.1% |
| 778 | 29 | 0.1% |
| 1167 | 26 | < 0.1% |
| 1556 | 19 | < 0.1% |
| 1945 | 18 | < 0.1% |
| 2334 | 15 | < 0.1% |
| 2723 | 27 | < 0.1% |
| 3112 | 32 | 0.1% |
| 3501 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 124043931 | 1 | |
| 100355387 | 1 | |
| 93148773 | 1 | |
| 77363542 | 1 | |
| 73689048 | 1 | |
| 72896655 | 1 | |
| 67640487 | 1 | |
| 67458824 | 1 | |
| 66718946 | 1 | |
| 63177101 | 1 |
| Distinct | 21960 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 5889 |
| Missing (%) | 10.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6009944.124 |
| Minimum | 0 |
|---|---|
| Maximum | 2457824146 |
| Zeros | 9016 |
| Zeros (%) | 16.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 192166 |
| median | 1605792 |
| Q3 | 5593625.5 |
| 95-th percentile | 24178684 |
| Maximum | 2457824146 |
| Range | 2457824146 |
| Interquartile range (IQR) | 5401459.5 |
Descriptive statistics
| Standard deviation | 23358934.08 |
|---|---|
| Coefficient of variation (CV) | 3.88671402 |
| Kurtosis | 4860.848413 |
| Mean | 6009944.124 |
| Median Absolute Deviation (MAD) | 1605792 |
| Skewness | 53.66765836 |
| Sum | 3.0116431 × 1011 |
| Variance | 5.456398015 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9016 | 16.1% |
| 3112 | 26 | < 0.1% |
| 38511 | 24 | < 0.1% |
| 115533 | 23 | < 0.1% |
| 462521 | 22 | < 0.1% |
| 231455 | 21 | < 0.1% |
| 21395 | 20 | < 0.1% |
| 57961 | 20 | < 0.1% |
| 3501 | 19 | < 0.1% |
| 192944 | 17 | < 0.1% |
| Other values (21950) | 40903 | |
| (Missing) | 5889 | 10.5% |
| Value | Count | Frequency (%) |
| 0 | 9016 | |
| 389 | 13 | < 0.1% |
| 778 | 6 | < 0.1% |
| 1167 | 10 | < 0.1% |
| 1556 | 3 | < 0.1% |
| 1945 | 7 | < 0.1% |
| 2334 | 8 | < 0.1% |
| 2723 | 9 | < 0.1% |
| 3112 | 26 | < 0.1% |
| 3501 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 2457824146 | 1 | |
| 2357486653 | 1 | |
| 1396617364 | 1 | |
| 926070905 | 1 | |
| 810694283 | 1 | |
| 662698455 | 1 | |
| 578262115 | 1 | |
| 515642840 | 1 | |
| 510409623 | 1 | |
| 503793900 | 1 |
| Distinct | 1237 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69148750.5 |
| Minimum | 0 |
|---|---|
| Maximum | 3.854989996 × 1011 |
| Zeros | 1446 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7937934 |
| Q1 | 16576457 |
| median | 28141427 |
| Q3 | 48187375 |
| 95-th percentile | 96375139 |
| Maximum | 3.854989996 × 1011 |
| Range | 3.854989996 × 1011 |
| Interquartile range (IQR) | 31610918 |
Descriptive statistics
| Standard deviation | 2713995027 |
|---|---|
| Coefficient of variation (CV) | 39.24864885 |
| Kurtosis | 15527.39332 |
| Mean | 69148750.5 |
| Median Absolute Deviation (MAD) | 11564970 |
| Skewness | 118.5474777 |
| Sum | 3.872330028 × 1012 |
| Variance | 7.365769006 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48187375 | 5021 | 9.0% |
| 34694910 | 5000 | 8.9% |
| 16576457 | 4427 | 7.9% |
| 21973443 | 4124 | 7.4% |
| 28141427 | 4087 | 7.3% |
| 11564970 | 3111 | 5.6% |
| 38549900 | 2481 | 4.4% |
| 77099800 | 2329 | 4.2% |
| 9637475 | 1791 | 3.2% |
| 96375139 | 1720 | 3.1% |
| Other values (1227) | 21909 |
| Value | Count | Frequency (%) |
| 0 | 1446 | |
| 389 | 28 | 0.1% |
| 1167 | 48 | 0.1% |
| 1556 | 1 | < 0.1% |
| 4279 | 1 | < 0.1% |
| 7780 | 1 | < 0.1% |
| 9725 | 1 | < 0.1% |
| 11670 | 1 | < 0.1% |
| 12448 | 2 | < 0.1% |
| 14004 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.854989996 × 1011 | 2 | |
| 1.927495 × 1011 | 1 | |
| 1.662112941 × 1011 | 1 | |
| 1.5421502 × 1011 | 1 | |
| 1.333055542 × 1011 | 1 | |
| 5.782485 × 1010 | 1 | |
| 5.2427864 × 1010 | 1 | |
| 3.85499 × 1010 | 1 | |
| 2.8912425 × 1010 | 1 | |
| 1.06012225 × 1010 | 1 |
| Distinct | 23783 |
|---|---|
| Distinct (%) | 70.9% |
| Missing | 22475 |
| Missing (%) | 40.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114504142.6 |
| Minimum | 539543 |
|---|---|
| Maximum | 3456118736 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 539543 |
|---|---|
| 5-th percentile | 18024781.8 |
| Q1 | 50076359 |
| median | 84424281 |
| Q3 | 142873476 |
| 95-th percentile | 298761725 |
| Maximum | 3456118736 |
| Range | 3455579193 |
| Interquartile range (IQR) | 92797117 |
Descriptive statistics
| Standard deviation | 115384236 |
|---|---|
| Coefficient of variation (CV) | 1.007686127 |
| Kurtosis | 76.52747192 |
| Mean | 114504142.6 |
| Median Absolute Deviation (MAD) | 41595381 |
| Skewness | 5.533132258 |
| Sum | 3.838751381 × 1012 |
| Variance | 1.331352192 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 115649700 | 75 | 0.1% |
| 134924650 | 74 | 0.1% |
| 77099800 | 65 | 0.1% |
| 53969860 | 63 | 0.1% |
| 96374750 | 63 | 0.1% |
| 48187375 | 63 | 0.1% |
| 173474550 | 60 | 0.1% |
| 82882285 | 57 | 0.1% |
| 57824850 | 57 | 0.1% |
| 159982085 | 56 | 0.1% |
| Other values (23773) | 32892 | |
| (Missing) | 22475 |
| Value | Count | Frequency (%) |
| 539543 | 1 | |
| 951883 | 1 | |
| 1490648 | 1 | |
| 1501151 | 1 | |
| 1812740 | 1 | |
| 1830245 | 1 | |
| 1851640 | 1 | |
| 1892096 | 1 | |
| 1899487 | 1 | |
| 2028246 | 1 |
| Value | Count | Frequency (%) |
| 3456118736 | 1 | |
| 3042440187 | 1 | |
| 2926750031 | 1 | |
| 2541598408 | 1 | |
| 2322019967 | 1 | |
| 1754020450 | 1 | |
| 1691377057 | 1 | |
| 1670837857 | 1 | |
| 1646753700 | 1 | |
| 1598278854 | 1 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 13036 |
| Missing (%) | 23.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2304254725 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 35943 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6218332772 |
|---|---|
| Coefficient of variation (CV) | 2.6986308 |
| Kurtosis | 24.49731266 |
| Mean | 0.2304254725 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.999874977 |
| Sum | 9900 |
| Variance | 0.3866766246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35943 | |
| 1 | 5123 | 9.1% |
| 2 | 1290 | 2.3% |
| 3 | 383 | 0.7% |
| 4 | 139 | 0.2% |
| 5 | 50 | 0.1% |
| 6 | 23 | < 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| (Missing) | 13036 | 23.3% |
| Value | Count | Frequency (%) |
| 0 | 35943 | |
| 1 | 5123 | 9.1% |
| 2 | 1290 | 2.3% |
| 3 | 383 | 0.7% |
| 4 | 139 | 0.2% |
| 5 | 50 | 0.1% |
| 6 | 23 | < 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 8 | < 0.1% |
| 6 | 23 | < 0.1% |
| 5 | 50 | 0.1% |
| 4 | 139 | 0.2% |
| 3 | 383 | 0.7% |
| 2 | 1290 | 2.3% |
| 1 | 5123 |
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 11151 |
| Missing (%) | 19.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2656915427 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 36859 |
| Zeros (%) | 65.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7201984266 |
|---|---|
| Coefficient of variation (CV) | 2.710656196 |
| Kurtosis | 50.98296348 |
| Mean | 0.2656915427 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.044449793 |
| Sum | 11916 |
| Variance | 0.5186857737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36859 | |
| 1 | 5653 | 10.1% |
| 2 | 1488 | 2.7% |
| 3 | 489 | 0.9% |
| 4 | 193 | 0.3% |
| 5 | 87 | 0.2% |
| 6 | 29 | 0.1% |
| 7 | 23 | < 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 6 | < 0.1% |
| Other values (5) | 11 | < 0.1% |
| (Missing) | 11151 | 19.9% |
| Value | Count | Frequency (%) |
| 0 | 36859 | |
| 1 | 5653 | 10.1% |
| 2 | 1488 | 2.7% |
| 3 | 489 | 0.9% |
| 4 | 193 | 0.3% |
| 5 | 87 | 0.2% |
| 6 | 29 | 0.1% |
| 7 | 23 | < 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 11 | < 0.1% |
| 7 | 23 | < 0.1% |
| 6 | 29 | 0.1% |
| 5 | 87 |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 10402 |
| Missing (%) | 18.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2718320979 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 37265 |
| Zeros (%) | 66.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7254342304 |
|---|---|
| Coefficient of variation (CV) | 2.668684957 |
| Kurtosis | 49.52661382 |
| Mean | 0.2718320979 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.96600487 |
| Sum | 12395 |
| Variance | 0.5262548226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37265 | |
| 1 | 5909 | 10.6% |
| 2 | 1546 | 2.8% |
| 3 | 508 | 0.9% |
| 4 | 200 | 0.4% |
| 5 | 85 | 0.2% |
| 6 | 33 | 0.1% |
| 7 | 24 | < 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 6 | < 0.1% |
| Other values (6) | 11 | < 0.1% |
| (Missing) | 10402 | 18.6% |
| Value | Count | Frequency (%) |
| 0 | 37265 | |
| 1 | 5909 | 10.6% |
| 2 | 1546 | 2.8% |
| 3 | 508 | 0.9% |
| 4 | 200 | 0.4% |
| 5 | 85 | 0.2% |
| 6 | 33 | 0.1% |
| 7 | 24 | < 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 11 | < 0.1% |
| 7 | 24 | |
| 6 | 33 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9487999143 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 33598 |
| Zeros (%) | 60.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.736454134 |
|---|---|
| Coefficient of variation (CV) | 1.830158401 |
| Kurtosis | 18.23815699 |
| Mean | 0.9487999143 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.327069868 |
| Sum | 53129 |
| Variance | 3.015272959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33598 | |
| 1 | 10233 | 18.3% |
| 2 | 5108 | 9.1% |
| 3 | 2865 | 5.1% |
| 4 | 1615 | 2.9% |
| 5 | 956 | 1.7% |
| 6 | 589 | 1.1% |
| 7 | 371 | 0.7% |
| 8 | 217 | 0.4% |
| 9 | 160 | 0.3% |
| Other values (16) | 284 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 33598 | |
| 1 | 10233 | 18.3% |
| 2 | 5108 | 9.1% |
| 3 | 2865 | 5.1% |
| 4 | 1615 | 2.9% |
| 5 | 956 | 1.7% |
| 6 | 589 | 1.1% |
| 7 | 371 | 0.7% |
| 8 | 217 | 0.4% |
| 9 | 160 | 0.3% |
| Value | Count | Frequency (%) |
| 28 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 4 | |
| 20 | 6 | |
| 19 | 3 | < 0.1% |
| 18 | 4 | |
| 17 | 8 | |
| 16 | 5 |
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.031593135 |
| Minimum | 0 |
|---|---|
| Maximum | 29 |
| Zeros | 31471 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 29 |
| Range | 29 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.785121594 |
|---|---|
| Coefficient of variation (CV) | 1.730451215 |
| Kurtosis | 16.7830518 |
| Mean | 1.031593135 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.174998642 |
| Sum | 57403 |
| Variance | 3.186659106 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31471 | |
| 1 | 11000 | 19.6% |
| 2 | 5569 | 9.9% |
| 3 | 3030 | 5.4% |
| 4 | 1791 | 3.2% |
| 5 | 1040 | 1.9% |
| 6 | 630 | 1.1% |
| 7 | 394 | 0.7% |
| 8 | 248 | 0.4% |
| 9 | 169 | 0.3% |
| Other values (17) | 303 | 0.5% |
| (Missing) | 355 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 31471 | |
| 1 | 11000 | 19.6% |
| 2 | 5569 | 9.9% |
| 3 | 3030 | 5.4% |
| 4 | 1791 | 3.2% |
| 5 | 1040 | 1.9% |
| 6 | 630 | 1.1% |
| 7 | 394 | 0.7% |
| 8 | 248 | 0.4% |
| 9 | 169 | 0.3% |
| Value | Count | Frequency (%) |
| 29 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 4 | |
| 20 | 6 | |
| 19 | 4 | |
| 18 | 4 | |
| 17 | 7 |
| Distinct | 11101 |
|---|---|
| Distinct (%) | 27.7% |
| Missing | 15854 |
| Missing (%) | 28.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.50037999 |
| Minimum | 0.255 |
|---|---|
| Maximum | 1957.875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0.255 |
|---|---|
| 5-th percentile | 7.83 |
| Q1 | 40.305 |
| median | 89.1675 |
| Q3 | 129.8925 |
| 95-th percentile | 155.25 |
| Maximum | 1957.875 |
| Range | 1957.62 |
| Interquartile range (IQR) | 89.5875 |
Descriptive statistics
| Standard deviation | 53.44552806 |
|---|---|
| Coefficient of variation (CV) | 0.6178646622 |
| Kurtosis | 43.54744654 |
| Mean | 86.50037999 |
| Median Absolute Deviation (MAD) | 44.0475 |
| Skewness | 1.714099871 |
| Sum | 3472644.255 |
| Variance | 2856.424469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150 | 98 | 0.2% |
| 37.5 | 39 | 0.1% |
| 148.5 | 36 | 0.1% |
| 147 | 36 | 0.1% |
| 141 | 33 | 0.1% |
| 142.5 | 31 | 0.1% |
| 138 | 28 | 0.1% |
| 136.5 | 28 | 0.1% |
| 135 | 27 | < 0.1% |
| 145.5 | 27 | < 0.1% |
| Other values (11091) | 39763 | |
| (Missing) | 15854 | 28.3% |
| Value | Count | Frequency (%) |
| 0.255 | 2 | |
| 0.375 | 3 | |
| 0.39 | 2 | |
| 0.405 | 1 | < 0.1% |
| 0.435 | 3 | |
| 0.45 | 2 | |
| 0.465 | 1 | < 0.1% |
| 0.51 | 1 | < 0.1% |
| 0.57 | 1 | < 0.1% |
| 0.585 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1957.875 | 1 | |
| 1092 | 1 | |
| 908.25 | 1 | |
| 708.12 | 1 | |
| 626.07 | 1 | |
| 610.8 | 1 | |
| 582.6 | 1 | |
| 567.255 | 1 | |
| 548.19 | 1 | |
| 534 | 1 |
| Distinct | 23583 |
|---|---|
| Distinct (%) | 66.2% |
| Missing | 20400 |
| Missing (%) | 36.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6628.316381 |
| Minimum | 0 |
|---|---|
| Maximum | 97200 |
| Zeros | 5205 |
| Zeros (%) | 9.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1068.6675 |
| median | 5976.225 |
| Q3 | 11354.17125 |
| 95-th percentile | 15110.30625 |
| Maximum | 97200 |
| Range | 97200 |
| Interquartile range (IQR) | 10285.50375 |
Descriptive statistics
| Standard deviation | 5661.059297 |
|---|---|
| Coefficient of variation (CV) | 0.8540719802 |
| Kurtosis | 3.4540262 |
| Mean | 6628.316381 |
| Median Absolute Deviation (MAD) | 5087.7375 |
| Skewness | 0.7990557295 |
| Sum | 235968063.2 |
| Variance | 32047592.36 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5205 | 9.3% |
| 15000 | 153 | 0.3% |
| 3750 | 39 | 0.1% |
| 14850 | 30 | 0.1% |
| 14700 | 29 | 0.1% |
| 13200 | 26 | < 0.1% |
| 13950 | 25 | < 0.1% |
| 13800 | 24 | < 0.1% |
| 12000 | 24 | < 0.1% |
| 12300 | 24 | < 0.1% |
| Other values (23573) | 30021 | |
| (Missing) | 20400 |
| Value | Count | Frequency (%) |
| 0 | 5205 | |
| 0.045 | 1 | < 0.1% |
| 0.51 | 2 | < 0.1% |
| 0.795 | 1 | < 0.1% |
| 0.915 | 1 | < 0.1% |
| 0.945 | 1 | < 0.1% |
| 1.005 | 1 | < 0.1% |
| 1.05 | 1 | < 0.1% |
| 1.11 | 1 | < 0.1% |
| 1.935 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 97200 | 1 | |
| 73956 | 1 | |
| 62606.25 | 1 | |
| 62025 | 1 | |
| 58260 | 1 | |
| 54819.225 | 1 | |
| 54409.995 | 1 | |
| 53340 | 1 | |
| 52639.995 | 1 | |
| 51537 | 1 |
| Distinct | 16619 |
|---|---|
| Distinct (%) | 59.6% |
| Missing | 28123 |
| Missing (%) | 50.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6452.875072 |
| Minimum | 0 |
|---|---|
| Maximum | 97200 |
| Zeros | 4785 |
| Zeros (%) | 8.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 797.145 |
| median | 5548.935 |
| Q3 | 11280 |
| 95-th percentile | 15144.78 |
| Maximum | 97200 |
| Range | 97200 |
| Interquartile range (IQR) | 10482.855 |
Descriptive statistics
| Standard deviation | 5739.968774 |
|---|---|
| Coefficient of variation (CV) | 0.8895211376 |
| Kurtosis | 4.110465526 |
| Mean | 6452.875072 |
| Median Absolute Deviation (MAD) | 5093.43 |
| Skewness | 0.9010395197 |
| Sum | 179886798.4 |
| Variance | 32947241.53 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4785 | 8.5% |
| 15000 | 119 | 0.2% |
| 3750 | 52 | 0.1% |
| 14700 | 32 | 0.1% |
| 14400 | 26 | < 0.1% |
| 12000 | 26 | < 0.1% |
| 13800 | 23 | < 0.1% |
| 14100 | 23 | < 0.1% |
| 13500 | 23 | < 0.1% |
| 14850 | 22 | < 0.1% |
| Other values (16609) | 22746 | |
| (Missing) | 28123 |
| Value | Count | Frequency (%) |
| 0 | 4785 | |
| 0.045 | 1 | < 0.1% |
| 0.645 | 1 | < 0.1% |
| 0.795 | 1 | < 0.1% |
| 1.065 | 1 | < 0.1% |
| 1.11 | 1 | < 0.1% |
| 1.245 | 1 | < 0.1% |
| 2.1 | 1 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.505 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 97200 | 1 | |
| 72060 | 1 | |
| 62606.25 | 1 | |
| 62025 | 1 | |
| 58260 | 1 | |
| 54819.225 | 1 | |
| 53340 | 1 | |
| 52639.995 | 1 | |
| 51537 | 1 | |
| 51510 | 1 |
| Distinct | 12571 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 13297 |
| Missing (%) | 23.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.558516 |
| Minimum | 0 |
|---|---|
| Maximum | 31863.75 |
| Zeros | 3262 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14.865 |
| median | 60.66 |
| Q3 | 114.7125 |
| 95-th percentile | 198.627 |
| Maximum | 31863.75 |
| Range | 31863.75 |
| Interquartile range (IQR) | 99.8475 |
Descriptive statistics
| Standard deviation | 436.670719 |
|---|---|
| Coefficient of variation (CV) | 4.176328582 |
| Kurtosis | 1522.146068 |
| Mean | 104.558516 |
| Median Absolute Deviation (MAD) | 48.63 |
| Skewness | 30.44013754 |
| Sum | 4464962.31 |
| Variance | 190681.3168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3262 | 5.8% |
| 150 | 44 | 0.1% |
| 0.03 | 29 | 0.1% |
| 0.045 | 28 | 0.1% |
| 0.135 | 27 | < 0.1% |
| 0.12 | 23 | < 0.1% |
| 0.105 | 23 | < 0.1% |
| 0.165 | 22 | < 0.1% |
| 0.015 | 22 | < 0.1% |
| 144 | 22 | < 0.1% |
| Other values (12561) | 39201 | |
| (Missing) | 13297 | 23.7% |
| Value | Count | Frequency (%) |
| 0 | 3262 | |
| 0.015 | 22 | < 0.1% |
| 0.03 | 29 | 0.1% |
| 0.045 | 28 | 0.1% |
| 0.06 | 19 | < 0.1% |
| 0.075 | 20 | < 0.1% |
| 0.09 | 22 | < 0.1% |
| 0.105 | 23 | < 0.1% |
| 0.12 | 23 | < 0.1% |
| 0.135 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 31863.75 | 1 | |
| 30227.505 | 1 | |
| 16089.75 | 1 | |
| 15007.95 | 1 | |
| 14856 | 1 | |
| 14220.495 | 1 | |
| 13630.995 | 1 | |
| 13047.03 | 1 | |
| 13019.7 | 1 | |
| 13011.495 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Applicant_ID | form_field1 | form_field2 | form_field3 | form_field4 | form_field5 | form_field6 | form_field7 | form_field8 | form_field9 | form_field10 | form_field11 | form_field12 | form_field13 | form_field14 | form_field15 | form_field16 | form_field17 | form_field18 | form_field19 | form_field20 | form_field21 | form_field22 | form_field23 | form_field24 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Apcnt_1000000 | 3436.0 | 0.28505 | 1.6560 | 0.0 | 0.0000 | 0.0 | 10689720.0 | 252072.0 | 4272776.0 | 11333126.0 | 4397256.0 | 2301324.0 | 7875694.0 | 96375139 | 112181765.0 | 1.0 | 1.0 | 1.0 | 3.0 | 3.0 | 134.655 | NaN | NaN | 134.655 |
| 1 | Apcnt_1000004 | 3456.0 | 0.67400 | 0.2342 | 0.0 | 0.0000 | 0.0 | 898979.0 | 497531.0 | 9073814.0 | 2533168.0 | 244292.0 | 3982971.0 | 2141445.0 | 28141427 | 45169902.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | 109.230 | 11385.240 | 14584.29 | 86.685 |
| 2 | Apcnt_1000008 | 3276.0 | 0.53845 | 3.1510 | 0.0 | 6.2820 | NaN | 956940.0 | NaN | 192944.0 | 1079864.0 | NaN | NaN | 0.0 | 16576457 | 22452691.0 | NaN | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN |
| 3 | Apcnt_1000012 | 3372.0 | 0.17005 | 0.5050 | 0.0 | 0.0000 | 192166.0 | 3044703.0 | 385499.0 | 3986472.0 | 3621979.0 | NaN | 771776.0 | 1186839.0 | 48187375 | 136297820.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 120.120 | 8580.000 | 0.00 | 85.800 |
| 4 | Apcnt_1000016 | 3370.0 | 0.77270 | 1.1010 | 0.0 | 0.0000 | 1556.0 | 214728.0 | 214728.0 | 1284089.0 | 361770.0 | 396391.0 | 818456.0 | 511535.0 | 28141427 | 15292757.0 | 0.0 | 0.0 | 0.0 | 3.0 | 3.0 | 104.535 | 8360.190 | 10326.45 | 115.335 |
| 5 | Apcnt_1000020 | 3724.0 | NaN | 0.0000 | 0.0 | 0.0000 | 192944.0 | 9244585.0 | 6761209.0 | 67963357.0 | 32902009.0 | NaN | 976390.0 | 2114215.0 | 16576457 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.385 | NaN | NaN | 4.845 |
| 6 | Apcnt_1000024 | 3350.0 | 0.24205 | 0.3132 | 0.0 | 2.8188 | NaN | 580388.0 | NaN | 96472.0 | 580388.0 | 631347.0 | NaN | 0.0 | 21973443 | 91602498.0 | NaN | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN |
| 7 | Apcnt_1000028 | 3416.0 | 0.87020 | 0.0570 | 0.0 | 0.0000 | 17505.0 | 186331.0 | 186331.0 | 1484813.0 | 326760.0 | 50959.0 | 1284089.0 | 5633109.0 | 11564970 | 18211813.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 124.980 | 8267.655 | 7755.00 | 82.680 |
| 8 | Apcnt_1000036 | 3376.0 | 0.29180 | 0.5586 | 0.0 | 0.0000 | 18283.0 | 1105149.0 | 18283.0 | 115533.0 | 1557167.0 | 752715.0 | 97639.0 | 427511.0 | 11564970 | NaN | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | 126.495 | NaN | NaN | 126.495 |
| 9 | Apcnt_1000040 | 3310.0 | 0.24395 | 0.1562 | 0.0 | 0.0000 | NaN | 0.0 | NaN | NaN | 0.0 | 208115.0 | NaN | NaN | 11564970 | NaN | NaN | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN |
Last rows
| Applicant_ID | form_field1 | form_field2 | form_field3 | form_field4 | form_field5 | form_field6 | form_field7 | form_field8 | form_field9 | form_field10 | form_field11 | form_field12 | form_field13 | form_field14 | form_field15 | form_field16 | form_field17 | form_field18 | form_field19 | form_field20 | form_field21 | form_field22 | form_field23 | form_field24 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 55990 | Apcnt_999944 | 3600.0 | 0.50335 | 0.0000 | 0.0000 | 0.0 | 755049.0 | 12006096.0 | 1927495.0 | 40139743.0 | 44192734.0 | NaN | 13006993.0 | 9823417.0 | 96375139 | 196604490.0 | 0.0 | 0.0 | 0.0 | 2.0 | 3.0 | 109.965 | 11474.715 | 3853.41 | 88.815 |
| 55991 | Apcnt_999948 | NaN | 0.22670 | 0.0000 | 0.0000 | 0.0 | NaN | NaN | NaN | NaN | 0.0 | 5994101.0 | NaN | NaN | 9637475 | NaN | NaN | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN |
| 55992 | Apcnt_999952 | 3504.0 | 0.39085 | 0.0980 | 0.0000 | 0.0 | 4279.0 | 500254.0 | 80912.0 | 2819472.0 | 1004787.0 | NaN | 1173613.0 | 634070.0 | 48187375 | 80632309.0 | 0.0 | 1.0 | 1.0 | 4.0 | 4.0 | 132.255 | 9003.840 | NaN | 99.255 |
| 55993 | Apcnt_999960 | 3556.0 | 0.69340 | 0.0736 | 0.0000 | 0.0 | 96472.0 | 3469491.0 | 3469491.0 | 28291192.0 | 21997172.0 | NaN | 2929170.0 | 1270085.0 | 21973443 | 39441488.0 | 0.0 | 0.0 | 0.0 | 1.0 | 3.0 | 61.575 | 7531.800 | 318.75 | 28.830 |
| 55994 | Apcnt_999964 | NaN | 0.01465 | 0.0000 | 0.0000 | 0.0 | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 34694910 | NaN | NaN | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN |
| 55995 | Apcnt_999968 | 3740.0 | 0.01730 | 0.0000 | 0.0000 | 0.0 | 770998.0 | 9637475.0 | 4047934.0 | 11641992.0 | 19910965.0 | NaN | 983003.0 | 25985589.0 | 48187375 | 86615907.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 31.740 | 1662.150 | 0.00 | 15.810 |
| 55996 | Apcnt_999972 | 3360.0 | 2.01145 | 0.6252 | 0.0000 | 0.0 | NaN | 927765.0 | NaN | NaN | 1849306.0 | 571052.0 | NaN | 0.0 | 16576457 | NaN | NaN | NaN | 0.0 | 0.0 | 1.0 | NaN | 13350.000 | NaN | NaN |
| 55997 | Apcnt_999980 | 3500.0 | 0.76640 | 0.0000 | 0.0000 | 0.0 | 118645.0 | 3662435.0 | 3662435.0 | 3585024.0 | 704090.0 | NaN | 2765401.0 | 4226874.0 | 21973443 | 87508273.0 | 0.0 | 0.0 | 0.0 | 2.0 | 2.0 | 119.565 | 2206.950 | 12690.00 | 119.565 |
| 55998 | Apcnt_999988 | 3280.0 | 0.05235 | 2.0916 | 2.2212 | 0.0 | NaN | 3458599.0 | NaN | 115533.0 | 3458599.0 | 508812.0 | NaN | 0.0 | 38549900 | 20238892.0 | NaN | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN |
| 55999 | Apcnt_999996 | 3522.0 | 0.46930 | 0.0000 | 0.0000 | 0.0 | 98806.0 | 2053920.0 | 523983.0 | 14903368.0 | 5430440.0 | NaN | 8381783.0 | 5490346.0 | 21973443 | 38370960.0 | 0.0 | 0.0 | 0.0 | 3.0 | 3.0 | 116.445 | 1680.000 | 1680.00 | 93.825 |